Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "184"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 184 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 219 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 214 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 184, Node 14:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.282818 -0.672719 -0.472359 -0.633095 1.965265 -1.542762 -0.641936 -0.410868 0.8006 0.7959 0.2501 10.191697 10.244473
2459593 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.301739 -1.317549 -0.604368 -0.191861 1.091505 -1.476978 -0.530210 -0.516995 0.7434 0.7369 0.2507 7.468797 6.415925
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.168756 -0.973906 -0.132833 -0.736450 1.217643 -0.434600 -0.599626 -0.065014 0.0282 0.0297 0.0008 nan nan
2459591 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.242540 -0.910895 -0.273534 -0.340639 1.035354 -1.009033 1.010225 1.207849 0.6801 0.6873 0.3651 9.991276 8.238400
2459590 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.155716 -0.763612 -0.940876 -0.207062 2.854444 -1.077596 -0.058545 -0.033781 0.6847 0.6868 0.3585 8.040921 6.245101
2459589 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.099909 -0.662289 -1.048545 -0.266059 -0.038359 -1.399482 -0.935749 -0.677261 0.7301 0.7196 0.2756 6.363769 5.512074
2459588 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.182253 -1.454691 -0.035225 -0.098187 0.854253 -1.305744 -0.718684 -0.498406 0.7866 0.7623 0.2309 12.290250 9.715755
2459587 RF_maintenance 0.00% - - - 100.00% 0.00% -0.200674 -0.923132 0.298727 0.048310 -0.465257 -0.980770 -0.483719 -0.348591 nan nan nan 28.161804 22.514334
2459586 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.507014 0.428710 0.684403 1.712559 3.944864 0.820381 0.677998 0.952185 0.6735 0.6796 0.3507 5.165741 4.614345
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 163.214691 163.263190 inf inf 17.332693 14.981038 1892.720672 1139.233731 nan nan nan 0.000000 0.000000
2459584 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.119695 -0.865177 -0.317202 -0.362577 0.680917 -1.387461 0.129818 0.142821 0.6209 0.6258 0.3605 18.266415 15.391353
2459583 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.124256 -0.795562 -0.012094 -0.243869 1.688269 -1.045912 0.695086 1.075127 0.6833 0.6888 0.3745 5.537948 4.935696
2459582 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.245447 -0.691722 -0.343448 -0.082380 1.536563 -1.008469 1.683295 1.865680 0.6829 0.6885 0.3776 4.793950 4.354910
2459581 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.001552 -1.022378 -0.185014 -0.557099 1.882231 -0.921445 0.627999 0.399158 0.6903 0.6948 0.3767 4.557608 4.067510
2459580 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.121064 -0.795468 -0.763894 -0.424830 2.125406 -0.971616 0.041892 0.421759 0.6872 0.6905 0.3763 6.059917 5.390795
2459579 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.098766 -0.695448 -0.342645 0.036267 2.140941 -0.757330 1.728822 1.352536 0.6734 0.6797 0.3793 35.031710 36.465036
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.588566 -0.245492 -0.607531 -0.794281 0.681960 -0.666549 0.065223 -0.895470 0.0330 0.0327 0.0022 nan nan
2459577 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.311627 -0.636485 -0.376182 -0.442974 1.376008 -1.006386 -0.090948 -0.411094 0.6827 0.6877 0.3804 4.143779 3.718417
2459576 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.090586 -0.417616 -0.327411 -0.009752 1.085534 -0.873595 -0.089769 -0.150944 0.7094 0.7139 0.3745 6.679780 6.372913
2459575 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.088260 -0.980642 -0.289915 -0.185603 1.076883 -1.043788 -0.306657 -0.167169 0.7682 0.7689 0.3238 4.405222 4.391672
2459574 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.160791 -0.644575 -0.377908 -0.217933 0.162837 -0.899036 -0.142837 -0.164419 0.7043 0.7086 0.3738 4.506926 4.242419
2459573 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.207531 -0.518880 -0.208396 -0.321478 2.130278 -1.044738 2.703673 3.236797 0.6980 0.7045 0.3806 7.576636 5.446532
2459572 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.257404 -0.810693 -0.459665 -0.207616 0.311325 -0.948598 0.973589 0.952386 0.7057 0.7134 0.3764 5.751600 5.351242
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.301516 -0.207076 -0.822734 -0.856973 0.053357 -1.326949 -0.294281 -0.951852 0.0369 0.0390 0.0031 nan nan
2459570 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.885118 -0.855972 -1.006305 -0.946245 -0.983179 -0.798376 -1.048832 -0.783738 0.6818 0.6988 0.3544 14.747101 12.318811
2459569 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.653042 -0.681812 -0.428224 -0.270991 -0.330187 -0.387944 -0.537657 -0.430625 0.7885 0.7893 0.2207 5.942815 5.105850
2459566 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.200207 -0.933295 -0.087916 -0.160977 0.285267 -1.141845 -0.229986 -0.661454 0.6981 0.7069 0.3928 4.460501 3.573545
2459565 RF_maintenance 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459564 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.118360 -0.135508 -0.235557 0.174427 0.453786 -0.205263 -0.273435 -0.320425 0.7178 0.7144 0.3952 4.399547 3.489661
2459563 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.106200 -0.751256 0.244812 0.311994 0.941766 -0.868543 -0.013332 -0.340401 0.7126 0.7136 0.3841 5.680741 4.856519
2459562 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.159757 -0.043118 0.065601 0.200473 0.626970 0.405366 0.036000 0.052036 0.7174 0.7197 0.3800 4.328136 3.420644
2459561 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.000444 -0.345226 0.082025 0.020501 1.315533 0.075791 0.718667 0.368852 0.7099 0.7155 0.3819 3.835908 3.094128
2459560 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.117187 -0.234888 0.223374 0.027518 1.504383 0.237619 1.094954 0.686081 0.7086 0.7131 0.3939 4.012565 3.224655
2459559 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.009595 -0.269943 -0.043762 -0.040120 1.430450 -0.016764 0.371463 -0.019997 0.7109 0.7130 0.3822 3.659219 3.069026
2459558 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.035588 -0.607285 -0.321048 -0.077844 2.097408 -1.260607 -0.055588 -0.320278 0.7130 0.7110 0.3900 4.629371 3.683154
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0292 0.0325 0.0012 nan nan
2459556 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.027493 -0.827800 -0.502056 0.088578 1.240892 -0.993489 0.062693 0.055549 0.7068 0.7065 0.3924 4.544011 3.876937
2459554 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7188 0.7186 0.3936 nan nan
2459553 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7148 0.7143 0.3949 nan nan
2459552 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.255044 -0.625369 -0.605889 -0.782318 0.287619 -1.801831 -0.634101 -0.851132 0.7195 0.7180 0.3955 8.699645 7.779592
2459551 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.172614 -0.291537 -0.036056 0.028552 1.911123 0.202175 0.680829 0.344259 0.7147 0.7158 0.3899 4.131102 3.300038
2459550 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0342 0.0348 0.0010 nan nan
2459549 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.002605 -0.770671 -0.308030 -0.327049 1.579351 -0.877400 0.629177 0.083766 0.7086 0.7076 0.4014 4.859226 3.777198
2459542 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.640634 -0.929254 0.144571 -0.050774 0.986755 -0.707838 -0.311660 -0.720517 0.7600 0.7516 0.3561 4.279998 3.445595
2459541 RF_maintenance 0.00% 1.34% 1.34% 0.00% 100.00% 0.00% -0.040398 -0.735871 -1.076367 -0.465626 -0.602610 0.740470 -1.045618 -0.890469 0.7551 0.7450 0.3265 5.964461 5.026487
2459540 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.347085 -0.747459 0.046180 0.016056 1.734700 -0.148379 0.403705 0.185231 0.7622 0.7555 0.3398 3.568331 2.874876
2459536 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.812432 -0.750894 -0.873848 -0.428876 0.532066 -0.486104 0.173491 -0.251949 0.7362 0.7341 0.4201 6.121613 4.632160
2459535 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.084231 -0.729030 0.168920 -0.037924 1.474975 -0.052290 0.905607 0.619365 0.7939 0.7742 0.3561 3.598018 2.855236
2459534 RF_maintenance 100.00% 98.66% 98.66% 0.00% 100.00% 0.00% 3.704931 3.245376 -0.068863 -1.014145 2.403665 4.346608 8.669656 8.316370 0.0849 0.1247 0.0198 1.284147 1.263461
2459533 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.273452 -0.627286 -0.395459 -0.606606 1.985151 -0.856317 1.945940 2.488204 0.7286 0.7234 0.4024 4.032019 3.521700
2459532 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.062895 -0.126323 -0.314569 -0.098153 1.319114 -1.170415 0.987539 1.599747 0.7341 0.7309 0.3977 5.034398 4.055885
2459530 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.014258 -0.521381 0.015143 0.002711 1.655685 0.154535 1.205536 1.502787 0.7504 0.7390 0.3877 4.066473 3.423720
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.829851 -0.299392 0.322641 -0.576807 0.143579 -1.165861 0.726001 0.017613 0.9046 0.9330 0.2936 0.000000 0.000000
2459523 RF_maintenance 0.00% - - - 100.00% 0.00% 2.844384 0.051773 -0.413101 -0.656859 2.974091 0.080387 2.088043 1.134791 nan nan nan 6.514963 4.996860
2459522 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.785157 -0.899445 -0.860138 -0.476625 0.603911 0.065718 2.142440 0.149024 0.7106 0.6855 0.3340 5.694719 6.500253
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.226678 -0.219287 -0.588682 -0.818535 1.827965 0.217986 -0.009581 -0.623659 0.0336 0.0329 0.0030 nan nan
2459508 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.079871 -1.026577 0.183781 -0.531818 0.540940 -0.723554 -0.016213 -0.832310 0.9199 0.9443 0.1659 0.000000 0.000000
2459505 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.287065 -1.169644 -0.352911 0.184505 -0.770793 0.076092 1.169781 0.583418 0.1003 0.1114 0.0058 1.423675 1.369732
2459503 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.071221 -0.787420 -0.846695 -0.519982 -0.103060 0.059094 -0.539296 -0.335823 0.8707 0.8665 0.4276 0.000000 0.000000
2459501 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.376329 -0.977468 -0.521473 -0.980457 2.073490 -0.884778 0.170417 -0.084360 0.1104 0.1356 0.0148 0.000000 0.000000
2459500 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.432320 -1.432752 0.141363 -1.350715 0.102844 -0.791299 0.402673 -0.323809 0.0972 0.1222 0.0113 0.000000 0.000000
2459499 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.068459 -1.201135 0.431174 -1.074689 -0.017043 -0.713615 0.710881 -0.866235 0.1100 0.1205 0.0096 0.000000 0.000000
2459498 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.401377 -1.198178 -0.353267 -0.899384 -0.412869 -0.820489 0.107929 -0.462822 0.1164 0.1194 0.0163 0.000000 0.000000
2459497 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.034139 -1.092212 -0.916836 -0.970445 -0.085268 -0.953345 -0.099054 0.010020 0.1380 0.1312 0.0223 0.000000 0.000000
2459496 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.290243 -1.377512 -0.207178 -0.696364 0.074006 -0.785344 -0.684955 -0.730816 0.9109 0.9168 0.3650 0.000000 0.000000
2459495 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.702681 -1.261399 -0.144298 -0.819695 -0.219349 -0.640840 -0.619719 -0.576139 0.9073 0.9117 0.4001 0.000000 0.000000
2459494 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.169550 -1.311165 0.561603 -0.910542 1.091218 -0.361415 0.697696 2.626044 0.8894 0.8990 0.4176 0.000000 0.000000
2459492 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.638805 -1.450350 -0.681356 -1.540379 2.135664 -0.935006 0.184787 -1.199737 0.7534 0.7989 0.3279 13.025179 9.141166
2459491 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.001338 -1.276410 0.021462 -1.199995 2.922526 -1.428980 0.449189 -0.354020 0.7965 0.8160 0.2608 4.743375 3.904721
2459490 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.226975 -1.259989 0.217406 -1.851456 1.920673 -0.803384 1.709558 1.173551 0.7481 0.7984 0.3744 8.098150 5.510046
2459489 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.534421 -1.021307 -0.511591 -1.322070 3.266528 -0.869023 -0.092212 -0.776066 0.7690 0.8076 0.3211 6.851411 4.978325
2459488 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.107939 -1.111057 -0.579849 -1.138220 2.748654 -0.713413 -0.271830 -0.868669 0.7703 0.8095 0.3542 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 184: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Power 0.396482 -0.047561 0.165929 -0.373012 0.396482 -0.468409 -0.074505 0.090418 0.269431

Antenna 184: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Discontinuties 0.485426 -0.369471 -0.808952 0.063069 -0.076243 -0.386760 -1.007427 0.080301 0.485426

Antenna 184: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Shape 0.384710 0.011272 0.384710 0.048947 -0.466463 -0.217310 -1.168808 -0.263626 0.270115

Antenna 184: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Shape 0.349410 0.349410 -0.153692 -0.616968 -0.061987 -0.816894 -0.369886 -0.160970 -0.405494

Antenna 184: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Shape 0.581368 0.221637 0.581368 -0.145112 0.410431 -0.041733 -0.406314 0.378354 0.465968

Antenna 184: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Power 0.342574 -0.081429 0.317335 0.342574 -0.036259 -0.220747 0.327978 0.007777 0.175727

Antenna 184: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Discontinuties 2.176488 0.082828 0.688916 0.295183 -0.325030 0.181654 -1.029481 0.930858 2.176488

Antenna 184: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Shape 0.764750 -0.122631 0.764750 0.180551 0.055004 -0.014939 -0.508149 -0.186041 0.439172

Antenna 184: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Shape 0.614476 0.614476 0.027274 -0.766942 -0.032298 -0.473581 0.148330 0.426390 -0.243169

Antenna 184: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Shape 0.396131 0.396131 -0.029914 -0.392241 0.373327 -0.684852 -0.423480 -0.014444 -0.118008

Antenna 184: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Power 0.067264 -0.073956 -0.019584 0.067264 -0.411236 -0.350571 -0.383495 -0.038373 -0.182424

Antenna 184: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Shape 0.645905 0.645905 0.027815 -0.142214 0.302760 -0.491179 -0.624134 0.038312 0.270321

Antenna 184: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Variability 14.723758 -0.210299 0.221290 -0.702953 0.342600 14.723758 0.045944 1.949332 0.227591

Antenna 184: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Power 0.488478 -0.062359 -0.685447 0.488478 -0.773240 0.127727 -0.649913 -0.324222 -0.343683

Antenna 184: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Variability 8.603784 -0.257330 0.293778 -0.765505 0.445185 8.603784 -0.598665 2.247706 0.039743

Antenna 184: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Variability 0.153139 0.138709 -0.394004 -0.689481 0.017901 0.153139 -0.510002 -0.202977 -0.493834

Antenna 184: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Shape 0.566132 0.566132 -0.319822 0.017528 0.358147 0.426297 -0.249193 0.317142 -0.131188

Antenna 184: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Variability 1.957288 0.295240 -0.537532 -0.082729 0.229565 1.957288 -0.479768 0.640423 -0.477243

Antenna 184: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Discontinuties 96.619669 0.688407 0.166785 2.333679 1.942029 27.059048 27.675552 96.619669 95.577705

Antenna 184: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Discontinuties 151.909437 0.323014 0.571952 0.693722 1.996783 124.210514 9.692804 151.909437 120.305018

Antenna 184: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Discontinuties 0.375693 -0.001454 0.001454 -0.324695 0.248136 -0.666604 -0.620044 0.375693 -0.258716

Antenna 184: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Temporal Discontinuties 71.972674 1.283178 1.103237 1.863059 2.098878 19.545868 19.229948 71.938628 71.972674

Antenna 184: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Discontinuties 73.072276 2.229896 1.717808 3.518770 3.253482 48.705713 45.358302 72.868282 73.072276

Antenna 184: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Temporal Discontinuties 117.987220 1.331353 0.620376 3.247660 2.661453 20.022083 20.418531 117.860009 117.987220

Antenna 184: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Discontinuties 0.873878 -0.146183 -0.243694 -0.496672 0.210033 0.286959 -0.965437 0.873878 -0.207589

Antenna 184: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Discontinuties 67.731978 0.106180 0.486295 1.054396 1.221378 12.258381 7.642475 67.114797 67.731978

Antenna 184: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Discontinuties 89.692432 -0.016029 0.758698 1.366361 2.007192 11.868180 15.392548 87.799504 89.692432

Antenna 184: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Discontinuties 63.461134 0.271609 -0.098684 1.082923 0.864827 7.117435 7.517398 63.461134 62.704805

Antenna 184: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Temporal Discontinuties 44.131935 -0.121720 -0.040504 0.724028 0.808570 10.550450 10.429288 44.131935 43.843071

Antenna 184: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Temporal Discontinuties 60.231338 -0.231983 -0.175029 0.153471 0.207847 11.119540 9.924322 60.231338 60.155241

Antenna 184: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Discontinuties 75.496910 -0.137685 0.304007 0.242184 0.414192 18.947817 20.568804 74.021732 75.496910

Antenna 184: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Discontinuties 44.251412 -0.271068 -0.144141 0.234827 0.453873 3.711728 4.072832 43.858152 44.251412

Antenna 184: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Discontinuties 31.152555 -0.238733 -0.390813 0.314756 0.082226 30.143236 28.443056 31.152555 30.734507

Antenna 184: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Variability 419.833634 -0.423495 -0.661246 -0.017772 -0.709886 28.412031 419.833634 47.390015 50.952991

Antenna 184: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Temporal Discontinuties 72.341126 0.237098 0.140090 0.498986 0.451709 36.251177 38.142407 70.233495 72.341126

Antenna 184: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Temporal Discontinuties 68.007871 0.337848 0.134253 0.105851 0.107069 9.941560 10.026723 66.067284 68.007871

Antenna 184: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Temporal Discontinuties 69.373839 0.069287 -0.139303 0.327512 0.203085 10.667187 10.318727 68.663233 69.373839

Antenna 184: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Temporal Discontinuties 3.224921 -0.006139 -0.282008 -0.971179 0.035763 -0.934921 -0.512406 1.684172 3.224921

Antenna 184: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Variability 0.577978 -0.841735 0.449662 0.466601 0.100010 -0.569228 0.577978 -1.200626 0.213618

Antenna 184: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok ee Temporal Discontinuties 22.397241 0.323471 0.138649 -0.033762 -0.120299 1.798976 2.334737 22.335755 22.397241

Antenna 184: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 digital_ok nn Temporal Discontinuties 23.669930 0.442351 0.255230 0.037302 -0.206721 6.836340 8.693698 23.669930 23.391876

Antenna 184: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 RF_maintenance ee Temporal Discontinuties 0.930353 -0.154655 0.046520 -1.056784 0.386793 0.383059 -0.336138 0.930353 0.681631

Antenna 184: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 RF_maintenance ee Temporal Discontinuties 19.128534 -0.500599 -0.617071 0.172876 0.179593 0.482241 0.914089 18.283721 19.128534

Antenna 184: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 RF_maintenance ee Temporal Discontinuties 20.277747 0.351559 0.235000 -0.024757 -0.220965 1.986870 1.799864 20.247778 20.277747

Antenna 184: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 RF_maintenance nn Temporal Discontinuties 44.567075 0.005847 0.283352 -0.701260 -0.729798 5.414189 5.857797 44.567075 44.280547

Antenna 184: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 RF_maintenance ee Temporal Variability 44.942436 -0.215793 0.235641 -1.115757 -0.895217 42.100355 44.942436 11.481518 12.525672

Antenna 184: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 RF_maintenance ee Temporal Discontinuties 24.975536 0.251843 0.653297 -0.203926 -0.335823 0.296865 -0.240413 24.975536 0.982165

Antenna 184: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 RF_maintenance ee Temporal Discontinuties 15.309650 1.388642 0.306679 0.009278 0.134662 0.343669 0.463493 0.666695 15.309650

Antenna 184: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 RF_maintenance ee Temporal Discontinuties 1337.169058 677.930996 677.930996 622.640691 622.640691 493.140741 493.140741 1337.169058 1337.169058

Antenna 184: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 RF_maintenance nn Temporal Discontinuties 1.831893 1.756587 1.756587 1.506832 1.506832 1.610478 1.610478 1.831893 1.831893

Antenna 184: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 N14 RF_maintenance ee Temporal Discontinuties 10.249711 7.012991 7.012991 6.810065 6.810065 6.919855 6.919855 10.249711 10.249711

Antenna 184: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 N14 RF_maintenance nn Shape 0.418476 0.418476 -0.449179 -0.367668 -1.072566 -0.653268 -0.751900 -0.219859 -0.506208

Antenna 184: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance nn Temporal Discontinuties 0.966624 -0.776084 0.001085 0.032013 0.365091 -0.684163 0.543706 -0.550116 0.966624

Antenna 184: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Temporal Variability 68.499810 -0.836051 -0.222977 0.300514 0.190630 68.499810 -0.710118 2.972405 -0.239446

Antenna 184: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Temporal Discontinuties 7.963014 0.101734 -0.368083 -1.017822 0.014176 -0.266326 -0.049331 7.963014 0.728997

Antenna 184: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Temporal Discontinuties 3.680110 0.193324 -0.444348 -0.478517 0.015983 -0.003313 -0.453801 3.680110 0.186521

Antenna 184: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 184: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance nn Temporal Discontinuties 0.687913 -0.569142 -0.241924 -0.208974 -0.680704 -0.401174 -0.068852 0.687913 0.111684

Antenna 184: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Temporal Discontinuties 0.591843 -0.811972 -0.251304 -0.296879 -0.466165 -0.591050 -0.441400 -0.578244 0.591843

Antenna 184: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Temporal Discontinuties 0.347888 -0.825221 -0.146569 -0.330827 -0.342027 -0.534144 -1.138831 -0.428966 0.347888

Antenna 184: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Temporal Discontinuties 0.929539 -0.164263 -0.537435 -0.729048 -0.180766 -0.839821 -0.754219 0.929539 -1.108577

Antenna 184: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Temporal Discontinuties 2.542436 0.025016 0.085417 0.683472 -0.160166 -0.086353 -1.111909 -0.481862 2.542436

Antenna 184: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Temporal Discontinuties 2.571377 0.174812 -0.005683 -0.644563 -0.256405 0.091981 -0.104774 2.571377 -0.119790

Antenna 184: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Temporal Discontinuties 2.363536 0.313088 -0.187622 -0.457399 -0.972493 -0.157777 0.700168 0.459442 2.363536

Antenna 184: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Temporal Discontinuties 3.100779 -0.121479 -0.419354 -0.669671 -0.081514 -0.854442 -0.219445 3.100779 0.997185

Antenna 184: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance nn Temporal Discontinuties 4.539739 0.052383 0.491211 -0.399983 -0.664056 -0.422121 0.210785 4.539739 3.615332

Antenna 184: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 184: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance nn Temporal Discontinuties 0.092362 -0.346161 -0.636298 -1.015589 -0.002920 -0.247893 -0.590965 -0.278433 0.092362

Antenna 184: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance nn Power 71.644236 21.331804 18.801447 71.644236 69.012539 32.787280 32.663120 8.165450 7.575110

Antenna 184: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance nn Power 61.574944 21.622870 18.781869 61.574944 59.672692 22.451489 22.056558 9.105089 8.413904

Antenna 184: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance nn Power 78.984756 24.667852 22.083413 78.984756 76.188990 30.013130 29.511379 9.174024 14.660166

Antenna 184: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Temporal Variability 1.013432 -0.043311 -0.760311 -0.166023 0.099461 1.013432 -0.550316 0.264714 -0.881817

Antenna 184: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Temporal Discontinuties 0.552189 -0.070907 -0.671400 -1.001137 -0.367104 -0.871051 0.170673 0.252288 0.552189

Antenna 184: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance nn Shape 0.187014 0.064466 0.187014 -1.137376 -0.438671 -0.276419 -1.081188 -0.228918 -0.866963

Antenna 184: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Temporal Variability 0.927951 -0.072556 -0.601755 -0.898614 -0.642068 0.927951 -1.098787 -0.876582 -0.720258

Antenna 184: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Shape -0.549539 -0.873249 -0.549539 -0.754372 -1.132003 -1.465612 -0.724469 -0.706574 -0.922292

Antenna 184: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Temporal Discontinuties 0.455698 -0.103702 -0.743157 -0.849818 -0.722448 -0.296624 -1.099239 0.455698 0.102656

Antenna 184: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 184: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 184: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
184 14 RF_maintenance ee Shape -0.247836 -0.247836 -1.137954 -0.843657 -0.432403 -0.663057 -0.806950 -0.288546 -0.497245